Easiest to implement online sorted data structure in C
I'm scanning a large data source, currently about 8 million entries, extracting on string per entry, which I want in alphabetical order.
Currenlty I put them in an array then sort an index to them using qsort()
which works fine.
But out of curiosity I'm thinking of instead inserting each string into a data structure that maintains them in alphabetical order as I scan them from the data source, partly for the experience of emlplementing one, partly because it will feel faster without the wait for the sort t开发者_如何转开发o complete after the scan has completed (-:
What data structure would be the most straightforward to implement in C?
UPDATE
To clarify, the only operations I need to perform are inserting an item and dumping the index when it's done, by which I mean for each item in the original order dump an integer representing the order it is in after sorting.
SUMMARY
- The easiest to implement are binary search trees.
- Self balancing binary trees are much better but nontrivial to implement.
- Insertion can be done iteratively but in-order traversal for dumping the results and post-order traversal for deleting the tree when done both require either recursion or an explicit stack.
- Without implementing balancing, runs of ordered input will result in the degenerate worst case which is a linked list. This means deep trees which severely impact the speed of the insert operation.
- Shuffling the input slightly can break up ordered input significantly and is easier to implement that balancing.
Binary search trees. Or self-balancing search trees. But don't expect those to be faster than a properly implemented dynamic array, since arrays have much better locality of reference than pointer structures. Also, unbalanced BSTs may "go linear", so your entire algorithm becomes O(n²), just like quicksort.
You are already using the optimal approach. Sort at the end will be much cheaper than maintaining an online sorted data structure. You can get the same O(logN) with a rb-tree but the constant will be much worse, not to mention significant space overhead.
That said, AVL trees and rb-trees are much simpler to implement if you don't need to support deletion. Left-leaning rb tree can fit in 50 or so lines of code. See http://www.cs.princeton.edu/~rs/talks/LLRB/ (by Sedgewick)
You could implement a faster sorting algorithm such us Timsort or other sorting algorithms with a nlog(n) worst case and just search it using Binary search since its faster if the list is sorted.
you should take a look at Trie datastructure wikilink i think this will serve what you want
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